Dataset statistics
| Number of variables | 32 |
|---|---|
| Number of observations | 273 |
| Missing cells | 120 |
| Missing cells (%) | 1.4% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 68.4 KiB |
| Average record size in memory | 256.5 B |
Variable types
| Categorical | 1 |
|---|---|
| Numeric | 31 |
Date has a high cardinality: 273 distinct values | High cardinality |
WTI_Price is highly correlated with Oil_Production_OPEC and 26 other fields | High correlation |
Oil_Production_OPEC is highly correlated with WTI_Price and 27 other fields | High correlation |
Oil_Production_nonOPEC is highly correlated with WTI_Price and 28 other fields | High correlation |
Oil_Production_World is highly correlated with WTI_Price and 28 other fields | High correlation |
Henry_Hub_NG_Price is highly correlated with WTI_Price and 23 other fields | High correlation |
Oil_Production_US is highly correlated with WTI_Price and 28 other fields | High correlation |
Petrol_Consumption_OECD is highly correlated with Oil_Production_OPEC and 16 other fields | High correlation |
Petrol_Consumption_nonOECD is highly correlated with WTI_Price and 28 other fields | High correlation |
US_CPI is highly correlated with WTI_Price and 29 other fields | High correlation |
US_PPI is highly correlated with WTI_Price and 29 other fields | High correlation |
US_PPI_Petroleum is highly correlated with WTI_Price and 28 other fields | High correlation |
US_PMI is highly correlated with WTI_Price and 28 other fields | High correlation |
Petroleum_Inventory_OECD is highly correlated with WTI_Price and 26 other fields | High correlation |
Crude_Oil_Inventory_Total is highly correlated with WTI_Price and 28 other fields | High correlation |
Crude_Oil_Inventory_SPR is highly correlated with WTI_Price and 27 other fields | High correlation |
Crude_Oil_Inventory_nonSPR is highly correlated with WTI_Price and 28 other fields | High correlation |
Fed_Fund_Effective is highly correlated with WTI_Price and 26 other fields | High correlation |
Index_Global_Real_Econ_Activity is highly correlated with WTI_Price and 22 other fields | High correlation |
US_CPI_Energy is highly correlated with WTI_Price and 28 other fields | High correlation |
Real_Dollar_Index is highly correlated with WTI_Price and 29 other fields | High correlation |
USD_EUR_Exchange is highly correlated with WTI_Price and 25 other fields | High correlation |
Global_Econ_Policy_Uncertainty_Index is highly correlated with Oil_Production_OPEC and 24 other fields | High correlation |
COMEX_Gold is highly correlated with WTI_Price and 27 other fields | High correlation |
DJIA is highly correlated with WTI_Price and 29 other fields | High correlation |
LME_Copper is highly correlated with WTI_Price and 27 other fields | High correlation |
NASDAQ_COMP is highly correlated with WTI_Price and 29 other fields | High correlation |
SP500_SPX is highly correlated with WTI_Price and 29 other fields | High correlation |
WTI_Brent_Price_Spread is highly correlated with WTI_Price and 23 other fields | High correlation |
WTI_Crack_Spread is highly correlated with WTI_Price and 24 other fields | High correlation |
Brent_Crack_Spread is highly correlated with WTI_Price and 25 other fields | High correlation |
EU19_PPI is highly correlated with US_CPI and 11 other fields | High correlation |
Oil_Production_World has 4 (1.5%) missing values | Missing |
Petroleum_Inventory_OECD has 36 (13.2%) missing values | Missing |
EU19_PPI has 3 (1.1%) missing values | Missing |
Real_Dollar_Index has 72 (26.4%) missing values | Missing |
Date is uniformly distributed | Uniform |
Date has unique values | Unique |
WTI_Price has unique values | Unique |
Oil_Production_OPEC has unique values | Unique |
Oil_Production_nonOPEC has unique values | Unique |
Oil_Production_US has unique values | Unique |
Petrol_Consumption_OECD has unique values | Unique |
Petrol_Consumption_nonOECD has unique values | Unique |
US_PPI has unique values | Unique |
Crude_Oil_Inventory_Total has unique values | Unique |
DJIA has unique values | Unique |
NASDAQ_COMP has unique values | Unique |
SP500_SPX has unique values | Unique |
WTI_Crack_Spread has unique values | Unique |
Brent_Crack_Spread has unique values | Unique |
EU19_PPI has 8 (2.9%) zeros | Zeros |
Reproduction
| Analysis started | 2022-10-11 04:30:01.977154 |
|---|---|
| Analysis finished | 2022-10-11 04:31:53.887797 |
| Duration | 1 minute and 51.91 seconds |
| Software version | pandas-profiling v3.3.0 |
| Download configuration | config.json |
| Distinct | 273 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.3 KiB |
| 2000-01-01 | 1 |
|---|---|
| 2015-01-01 | 1 |
| 2015-07-01 | 1 |
| 2015-06-01 | 1 |
| 2015-05-01 | 1 |
| Other values (268) |
Length
| Max length | 10 |
|---|---|
| Median length | 10 |
| Mean length | 10 |
| Min length | 10 |
Characters and Unicode
| Total characters | 2730 |
|---|---|
| Distinct characters | 11 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 273 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | 2000-01-01 |
|---|---|
| 2nd row | 2000-02-01 |
| 3rd row | 2000-03-01 |
| 4th row | 2000-04-01 |
| 5th row | 2000-05-01 |
Common Values
| Value | Count | Frequency (%) |
| 2000-01-01 | 1 | 0.4% |
| 2015-01-01 | 1 | 0.4% |
| 2015-07-01 | 1 | 0.4% |
| 2015-06-01 | 1 | 0.4% |
| 2015-05-01 | 1 | 0.4% |
| 2015-04-01 | 1 | 0.4% |
| 2015-03-01 | 1 | 0.4% |
| 2015-02-01 | 1 | 0.4% |
| 2014-12-01 | 1 | 0.4% |
| 2011-06-01 | 1 | 0.4% |
| Other values (263) | 263 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 2000-01-01 | 1 | 0.4% |
| 2000-09-01 | 1 | 0.4% |
| 2001-03-01 | 1 | 0.4% |
| 2001-02-01 | 1 | 0.4% |
| 2001-01-01 | 1 | 0.4% |
| 2000-12-01 | 1 | 0.4% |
| 2000-11-01 | 1 | 0.4% |
| 2000-10-01 | 1 | 0.4% |
| 2000-08-01 | 1 | 0.4% |
| 2000-02-01 | 1 | 0.4% |
| Other values (263) | 263 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 931 | |
| - | 546 | |
| 1 | 540 | |
| 2 | 384 | |
| 5 | 47 | 1.7% |
| 7 | 47 | 1.7% |
| 6 | 47 | 1.7% |
| 4 | 47 | 1.7% |
| 3 | 47 | 1.7% |
| 9 | 47 | 1.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2184 | |
| Dash Punctuation | 546 | 20.0% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 931 | |
| 1 | 540 | |
| 2 | 384 | |
| 5 | 47 | 2.2% |
| 7 | 47 | 2.2% |
| 6 | 47 | 2.2% |
| 4 | 47 | 2.2% |
| 3 | 47 | 2.2% |
| 9 | 47 | 2.2% |
| 8 | 47 | 2.2% |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 546 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 2730 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 931 | |
| - | 546 | |
| 1 | 540 | |
| 2 | 384 | |
| 5 | 47 | 1.7% |
| 7 | 47 | 1.7% |
| 6 | 47 | 1.7% |
| 4 | 47 | 1.7% |
| 3 | 47 | 1.7% |
| 9 | 47 | 1.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2730 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 931 | |
| - | 546 | |
| 1 | 540 | |
| 2 | 384 | |
| 5 | 47 | 1.7% |
| 7 | 47 | 1.7% |
| 6 | 47 | 1.7% |
| 4 | 47 | 1.7% |
| 3 | 47 | 1.7% |
| 9 | 47 | 1.7% |
| Distinct | 273 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 62.29788278 |
| Minimum | 16.55 |
|---|---|
| Maximum | 133.88 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.3 KiB |
Quantile statistics
| Minimum | 16.55 |
|---|---|
| 5-th percentile | 27.011 |
| Q1 | 40.94 |
| median | 59.083 |
| Q3 | 83.22 |
| 95-th percentile | 104.9842 |
| Maximum | 133.88 |
| Range | 117.33 |
| Interquartile range (IQR) | 42.28 |
Descriptive statistics
| Standard deviation | 26.13360481 |
|---|---|
| Coefficient of variation (CV) | 0.4194942692 |
| Kurtosis | -0.7669272583 |
| Mean | 62.29788278 |
| Median Absolute Deviation (MAD) | 19.996 |
| Skewness | 0.3519143253 |
| Sum | 17007.322 |
| Variance | 682.9653004 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 27.259 | 1 | 0.4% |
| 47.217 | 1 | 0.4% |
| 50.901 | 1 | 0.4% |
| 59.819 | 1 | 0.4% |
| 59.265 | 1 | 0.4% |
| 54.453 | 1 | 0.4% |
| 47.823 | 1 | 0.4% |
| 50.584 | 1 | 0.4% |
| 59.29 | 1 | 0.4% |
| 96.264 | 1 | 0.4% |
| Other values (263) | 263 |
| Value | Count | Frequency (%) |
| 16.55 | 1 | |
| 19.389 | 1 | |
| 19.635 | 1 | |
| 19.715 | 1 | |
| 20.724 | 1 | |
| 22.17 | 1 | |
| 24.531 | 1 | |
| 25.519 | 1 | |
| 25.722 | 1 | |
| 26.179 | 1 |
| Value | Count | Frequency (%) |
| 133.88 | 1 | |
| 133.371 | 1 | |
| 125.398 | 1 | |
| 116.666 | 1 | |
| 114.84 | 1 | |
| 112.58 | 1 | |
| 109.55 | 1 | |
| 109.533 | 1 | |
| 108.5 | 1 | |
| 106.573 | 1 |
| Distinct | 273 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 29.01989882 |
| Minimum | 22.35 |
|---|---|
| Maximum | 32.391315 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.3 KiB |
Quantile statistics
| Minimum | 22.35 |
|---|---|
| 5-th percentile | 25.07882779 |
| Q1 | 28.17960199 |
| median | 29.282776 |
| Q3 | 30.391669 |
| 95-th percentile | 31.6730972 |
| Maximum | 32.391315 |
| Range | 10.041315 |
| Interquartile range (IQR) | 2.212067008 |
Descriptive statistics
| Standard deviation | 1.958625171 |
|---|---|
| Coefficient of variation (CV) | 0.06749248792 |
| Kurtosis | 0.3696769296 |
| Mean | 29.01989882 |
| Median Absolute Deviation (MAD) | 1.108893 |
| Skewness | -0.8269978265 |
| Sum | 7922.432377 |
| Variance | 3.836212559 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 26.01253412 | 1 | 0.4% |
| 29.506678 | 1 | 0.4% |
| 31.300724 | 1 | 0.4% |
| 31.092754 | 1 | 0.4% |
| 30.641529 | 1 | 0.4% |
| 30.391669 | 1 | 0.4% |
| 30.238039 | 1 | 0.4% |
| 29.405056 | 1 | 0.4% |
| 29.898659 | 1 | 0.4% |
| 29.155066 | 1 | 0.4% |
| Other values (263) | 263 |
| Value | Count | Frequency (%) |
| 22.35 | 1 | |
| 22.975 | 1 | |
| 23.94 | 1 | |
| 23.975 | 1 | |
| 24.11745038 | 1 | |
| 24.31 | 1 | |
| 24.32 | 1 | |
| 24.68199479 | 1 | |
| 24.875 | 1 | |
| 24.9510257 | 1 |
| Value | Count | Frequency (%) |
| 32.391315 | 1 | |
| 32.249708 | 1 | |
| 32.065 | 1 | |
| 32.05 | 1 | |
| 31.999327 | 1 | |
| 31.917 | 1 | |
| 31.87 | 1 | |
| 31.841 | 1 | |
| 31.83 | 1 | |
| 31.809995 | 1 |
| Distinct | 273 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 55.73592652 |
| Minimum | 46.61873053 |
|---|---|
| Maximum | 67.46292889 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.3 KiB |
Quantile statistics
| Minimum | 46.61873053 |
|---|---|
| 5-th percentile | 47.41656262 |
| Q1 | 50.89447845 |
| median | 54.48076391 |
| Q3 | 60.74035629 |
| 95-th percentile | 65.47440774 |
| Maximum | 67.46292889 |
| Range | 20.84419835 |
| Interquartile range (IQR) | 9.845877836 |
Descriptive statistics
| Standard deviation | 6.002475102 |
|---|---|
| Coefficient of variation (CV) | 0.1076949012 |
| Kurtosis | -1.230301643 |
| Mean | 55.73592652 |
| Median Absolute Deviation (MAD) | 4.996394251 |
| Skewness | 0.312143977 |
| Sum | 15215.90794 |
| Variance | 36.02970735 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 46.90238425 | 1 | 0.4% |
| 60.35010285 | 1 | 0.4% |
| 61.05768662 | 1 | 0.4% |
| 60.70115535 | 1 | 0.4% |
| 60.40347672 | 1 | 0.4% |
| 60.47376083 | 1 | 0.4% |
| 60.62606061 | 1 | 0.4% |
| 60.35575256 | 1 | 0.4% |
| 61.15836939 | 1 | 0.4% |
| 54.16055185 | 1 | 0.4% |
| Other values (263) | 263 |
| Value | Count | Frequency (%) |
| 46.61873053 | 1 | |
| 46.62396124 | 1 | |
| 46.77814098 | 1 | |
| 46.82250814 | 1 | |
| 46.90238425 | 1 | |
| 46.93137338 | 1 | |
| 46.93726576 | 1 | |
| 46.97187097 | 1 | |
| 47.04526186 | 1 | |
| 47.05617976 | 1 |
| Value | Count | Frequency (%) |
| 67.46292889 | 1 | |
| 67.22104088 | 1 | |
| 67.2029791 | 1 | |
| 66.83610762 | 1 | |
| 66.81083397 | 1 | |
| 66.767804 | 1 | |
| 66.64769244 | 1 | |
| 66.41930525 | 1 | |
| 66.32692202 | 1 | |
| 66.28921201 | 1 |
| Distinct | 269 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 4 |
| Missing (%) | 1.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 86963.19232 |
| Minimum | 73854.23924 |
|---|---|
| Maximum | 99859.48942 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.3 KiB |
Quantile statistics
| Minimum | 73854.23924 |
|---|---|
| 5-th percentile | 75213.76476 |
| Q1 | 82568.728 |
| median | 85856.92994 |
| Q3 | 94175.9691 |
| 95-th percentile | 97734.45324 |
| Maximum | 99859.48942 |
| Range | 26005.25018 |
| Interquartile range (IQR) | 11607.2411 |
Descriptive statistics
| Standard deviation | 7264.573928 |
|---|---|
| Coefficient of variation (CV) | 0.08353619197 |
| Kurtosis | -1.085516285 |
| Mean | 86963.19232 |
| Median Absolute Deviation (MAD) | 5467.098171 |
| Skewness | -0.02010345596 |
| Sum | 23393098.73 |
| Variance | 52774034.35 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 94650.06119 | 1 | 0.4% |
| 90172.97511 | 1 | 0.4% |
| 90670.97511 | 1 | 0.4% |
| 91324.02811 | 1 | 0.4% |
| 91602.61911 | 1 | 0.4% |
| 91984.92311 | 1 | 0.4% |
| 92627.47511 | 1 | 0.4% |
| 93871.12611 | 1 | 0.4% |
| 93260.95711 | 1 | 0.4% |
| 94017.57211 | 1 | 0.4% |
| Other values (259) | 259 | |
| (Missing) | 4 | 1.5% |
| Value | Count | Frequency (%) |
| 73854.23924 | 1 | |
| 73916.40543 | 1 | |
| 74239.77472 | 1 | |
| 74439.04997 | 1 | |
| 74470.54251 | 1 | |
| 74556.62111 | 1 | |
| 74688.06257 | 1 | |
| 74796.61792 | 1 | |
| 74823.65873 | 1 | |
| 74834.22734 | 1 |
| Value | Count | Frequency (%) |
| 99859.48942 | 1 | |
| 99822.32131 | 1 | |
| 99201.69168 | 1 | |
| 99178.56818 | 1 | |
| 99074.17065 | 1 | |
| 98864.25527 | 1 | |
| 98822.6217 | 1 | |
| 98618.05621 | 1 | |
| 98563.1884 | 1 | |
| 98560.38348 | 1 |
| Distinct | 217 |
|---|---|
| Distinct (%) | 79.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.503699634 |
| Minimum | 1.63 |
|---|---|
| Maximum | 13.42 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.3 KiB |
Quantile statistics
| Minimum | 1.63 |
|---|---|
| 5-th percentile | 2.062 |
| Q1 | 2.87 |
| median | 3.92 |
| Q3 | 5.81 |
| 95-th percentile | 8.372 |
| Maximum | 13.42 |
| Range | 11.79 |
| Interquartile range (IQR) | 2.94 |
Descriptive statistics
| Standard deviation | 2.180803079 |
|---|---|
| Coefficient of variation (CV) | 0.4842248056 |
| Kurtosis | 2.258702675 |
| Mean | 4.503699634 |
| Median Absolute Deviation (MAD) | 1.23 |
| Skewness | 1.38390484 |
| Sum | 1229.51 |
| Variance | 4.755902071 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 2.99 | 4 | 1.5% |
| 2.98 | 4 | 1.5% |
| 1.92 | 3 | 1.1% |
| 2.85 | 3 | 1.1% |
| 3.43 | 3 | 1.1% |
| 2.82 | 3 | 1.1% |
| 4.9 | 3 | 1.1% |
| 4.04 | 3 | 1.1% |
| 2.66 | 3 | 1.1% |
| 3.83 | 2 | 0.7% |
| Other values (207) | 242 |
| Value | Count | Frequency (%) |
| 1.63 | 1 | 0.4% |
| 1.73 | 1 | 0.4% |
| 1.74 | 1 | 0.4% |
| 1.75 | 1 | 0.4% |
| 1.77 | 1 | 0.4% |
| 1.79 | 1 | 0.4% |
| 1.91 | 1 | 0.4% |
| 1.92 | 3 | |
| 1.93 | 1 | 0.4% |
| 1.95 | 1 | 0.4% |
| Value | Count | Frequency (%) |
| 13.42 | 1 | |
| 13.05 | 1 | |
| 12.69 | 1 | |
| 11.75 | 1 | |
| 11.27 | 1 | |
| 11.09 | 1 | |
| 10.3 | 1 | |
| 10.18 | 1 | |
| 9.53 | 1 | |
| 9.41 | 1 |
| Distinct | 273 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.487630502 |
| Minimum | 3.973586 |
|---|---|
| Maximum | 13.000326 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.3 KiB |
Quantile statistics
| Minimum | 3.973586 |
|---|---|
| 5-th percentile | 5.0363586 |
| Q1 | 5.451727 |
| median | 5.884388 |
| Q3 | 9.409756 |
| 95-th percentile | 11.9063248 |
| Maximum | 13.000326 |
| Range | 9.02674 |
| Interquartile range (IQR) | 3.958029 |
Descriptive statistics
| Standard deviation | 2.511191506 |
|---|---|
| Coefficient of variation (CV) | 0.335378663 |
| Kurtosis | -1.003422944 |
| Mean | 7.487630502 |
| Median Absolute Deviation (MAD) | 0.83666 |
| Skewness | 0.6917063862 |
| Sum | 2044.123127 |
| Variance | 6.306082782 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 5.784376 | 1 | 0.4% |
| 9.383586 | 1 | 0.4% |
| 9.445372 | 1 | 0.4% |
| 9.357803 | 1 | 0.4% |
| 9.474554 | 1 | 0.4% |
| 9.658484 | 1 | 0.4% |
| 9.583594 | 1 | 0.4% |
| 9.505507 | 1 | 0.4% |
| 9.565103 | 1 | 0.4% |
| 5.589094 | 1 | 0.4% |
| Other values (263) | 263 |
| Value | Count | Frequency (%) |
| 3.973586 | 1 | |
| 4.213898 | 1 | |
| 4.554823 | 1 | |
| 4.737689 | 1 | |
| 4.856946 | 1 | |
| 4.902036 | 1 | |
| 4.969682 | 1 | |
| 4.98808 | 1 | |
| 5.002976 | 1 | |
| 5.021935 | 1 |
| Value | Count | Frequency (%) |
| 13.000326 | 1 | |
| 12.977876 | 1 | |
| 12.852266 | 1 | |
| 12.842024 | 1 | |
| 12.809474 | 1 | |
| 12.796559 | 1 | |
| 12.590317 | 1 | |
| 12.486233 | 1 | |
| 12.218216 | 1 | |
| 12.153654 | 1 |
| Distinct | 273 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 47.46883373 |
| Minimum | 35.01680111 |
|---|---|
| Maximum | 52.87561752 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.3 KiB |
Quantile statistics
| Minimum | 35.01680111 |
|---|---|
| 5-th percentile | 43.65762601 |
| Q1 | 46.17204247 |
| median | 47.41096764 |
| Q3 | 48.94165345 |
| 95-th percentile | 51.1122279 |
| Maximum | 52.87561752 |
| Range | 17.8588164 |
| Interquartile range (IQR) | 2.769610979 |
Descriptive statistics
| Standard deviation | 2.313133809 |
|---|---|
| Coefficient of variation (CV) | 0.04872952687 |
| Kurtosis | 3.899889171 |
| Mean | 47.46883373 |
| Median Absolute Deviation (MAD) | 1.346829965 |
| Skewness | -0.9317620349 |
| Sum | 12958.99161 |
| Variance | 5.350588017 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 47.22677204 | 1 | 0.4% |
| 45.82546369 | 1 | 0.4% |
| 47.25784395 | 1 | 0.4% |
| 46.51207062 | 1 | 0.4% |
| 44.74077389 | 1 | 0.4% |
| 45.95510023 | 1 | 0.4% |
| 46.36897235 | 1 | 0.4% |
| 47.96107474 | 1 | 0.4% |
| 47.07187029 | 1 | 0.4% |
| 46.35583058 | 1 | 0.4% |
| Other values (263) | 263 |
| Value | Count | Frequency (%) |
| 35.01680111 | 1 | |
| 37.18276227 | 1 | |
| 40.3970376 | 1 | |
| 41.87068585 | 1 | |
| 41.87799622 | 1 | |
| 42.0194238 | 1 | |
| 42.21207386 | 1 | |
| 42.69361407 | 1 | |
| 42.8068694 | 1 | |
| 42.82379158 | 1 |
| Value | Count | Frequency (%) |
| 52.87561752 | 1 | |
| 52.31269226 | 1 | |
| 52.2940454 | 1 | |
| 51.97510846 | 1 | |
| 51.84421188 | 1 | |
| 51.8338676 | 1 | |
| 51.64040565 | 1 | |
| 51.63676812 | 1 | |
| 51.63460573 | 1 | |
| 51.31178439 | 1 |
| Distinct | 273 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 42.12629385 |
| Minimum | 28.13188187 |
|---|---|
| Maximum | 54.62511082 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.3 KiB |
Quantile statistics
| Minimum | 28.13188187 |
|---|---|
| 5-th percentile | 28.95204719 |
| Q1 | 34.28206891 |
| median | 42.99088715 |
| Q3 | 50.20256988 |
| 95-th percentile | 53.25964846 |
| Maximum | 54.62511082 |
| Range | 26.49322895 |
| Interquartile range (IQR) | 15.92050097 |
Descriptive statistics
| Standard deviation | 8.410088731 |
|---|---|
| Coefficient of variation (CV) | 0.1996398914 |
| Kurtosis | -1.38363959 |
| Mean | 42.12629385 |
| Median Absolute Deviation (MAD) | 7.679084702 |
| Skewness | -0.1879793392 |
| Sum | 11500.47822 |
| Variance | 70.72959247 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 28.2861224 | 1 | 0.4% |
| 47.19907646 | 1 | 0.4% |
| 50.00936299 | 1 | 0.4% |
| 50.73645871 | 1 | 0.4% |
| 47.85972905 | 1 | 0.4% |
| 49.22098328 | 1 | 0.4% |
| 47.03279718 | 1 | 0.4% |
| 48.24091658 | 1 | 0.4% |
| 49.59555897 | 1 | 0.4% |
| 43.11308181 | 1 | 0.4% |
| Other values (263) | 263 |
| Value | Count | Frequency (%) |
| 28.13188187 | 1 | |
| 28.21686192 | 1 | |
| 28.27099486 | 1 | |
| 28.2861224 | 1 | |
| 28.52854726 | 1 | |
| 28.53820768 | 1 | |
| 28.58330704 | 1 | |
| 28.69528903 | 1 | |
| 28.70211387 | 1 | |
| 28.74107638 | 1 |
| Value | Count | Frequency (%) |
| 54.62511082 | 1 | |
| 54.19903208 | 1 | |
| 53.89860182 | 1 | |
| 53.89587914 | 1 | |
| 53.81961976 | 1 | |
| 53.61288077 | 1 | |
| 53.59382637 | 1 | |
| 53.58498706 | 1 | |
| 53.56781343 | 1 | |
| 53.40491859 | 1 |
| Distinct | 264 |
|---|---|
| Distinct (%) | 96.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.221985997 |
| Minimum | 1.693 |
|---|---|
| Maximum | 2.968529 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.3 KiB |
Quantile statistics
| Minimum | 1.693 |
|---|---|
| 5-th percentile | 1.7606 |
| Q1 | 1.981 |
| median | 2.24806 |
| Q3 | 2.43618 |
| 95-th percentile | 2.725472 |
| Maximum | 2.968529 |
| Range | 1.275529 |
| Interquartile range (IQR) | 0.45518 |
Descriptive statistics
| Standard deviation | 0.3055009155 |
|---|---|
| Coefficient of variation (CV) | 0.1374900273 |
| Kurtosis | -0.6801787383 |
| Mean | 2.221985997 |
| Median Absolute Deviation (MAD) | 0.22906 |
| Skewness | 0.1309564516 |
| Sum | 606.6021773 |
| Variance | 0.09333080939 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1.774 | 3 | 1.1% |
| 1.917 | 2 | 0.7% |
| 2.37498 | 2 | 0.7% |
| 1.727 | 2 | 0.7% |
| 2.24806 | 2 | 0.7% |
| 1.981 | 2 | 0.7% |
| 1.777 | 2 | 0.7% |
| 1.937 | 2 | 0.7% |
| 1.693 | 1 | 0.4% |
| 2.38033 | 1 | 0.4% |
| Other values (254) | 254 |
| Value | Count | Frequency (%) |
| 1.693 | 1 | |
| 1.7 | 1 | |
| 1.709 | 1 | |
| 1.71 | 1 | |
| 1.712 | 1 | |
| 1.722 | 1 | |
| 1.727 | 2 | |
| 1.736 | 1 | |
| 1.739 | 1 | |
| 1.742 | 1 |
| Value | Count | Frequency (%) |
| 2.968529 | 1 | |
| 2.956978309 | 1 | |
| 2.95328 | 1 | |
| 2.95271 | 1 | |
| 2.91474 | 1 | |
| 2.88663 | 1 | |
| 2.87708 | 1 | |
| 2.84182 | 1 | |
| 2.81933 | 1 | |
| 2.80126 | 1 |
| Distinct | 273 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.81454811 |
| Minimum | 1.288995478 |
|---|---|
| Maximum | 2.757034088 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.3 KiB |
Quantile statistics
| Minimum | 1.288995478 |
|---|---|
| 5-th percentile | 1.314328125 |
| Q1 | 1.600174762 |
| median | 1.877033678 |
| Q3 | 2.013519242 |
| 95-th percentile | 2.316047083 |
| Maximum | 2.757034088 |
| Range | 1.46803861 |
| Interquartile range (IQR) | 0.4133444803 |
Descriptive statistics
| Standard deviation | 0.3118180943 |
|---|---|
| Coefficient of variation (CV) | 0.1718433877 |
| Kurtosis | 0.2488003123 |
| Mean | 1.81454811 |
| Median Absolute Deviation (MAD) | 0.1556425296 |
| Skewness | 0.1892489822 |
| Sum | 495.3716341 |
| Variance | 0.09723052396 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1.293007614 | 1 | 0.4% |
| 1.943325182 | 1 | 0.4% |
| 1.91334243 | 1 | 0.4% |
| 1.917871742 | 1 | 0.4% |
| 1.922248694 | 1 | 0.4% |
| 1.925157523 | 1 | 0.4% |
| 1.911998303 | 1 | 0.4% |
| 1.922920831 | 1 | 0.4% |
| 1.992892649 | 1 | 0.4% |
| 2.030625423 | 1 | 0.4% |
| Other values (263) | 263 |
| Value | Count | Frequency (%) |
| 1.288995478 | 1 | |
| 1.289176667 | 1 | |
| 1.291200037 | 1 | |
| 1.291297514 | 1 | |
| 1.293007614 | 1 | |
| 1.296828462 | 1 | |
| 1.29918674 | 1 | |
| 1.299722587 | 1 | |
| 1.304261217 | 1 | |
| 1.305371895 | 1 |
| Value | Count | Frequency (%) |
| 2.757034088 | 1 | |
| 2.749310394 | 1 | |
| 2.710667056 | 1 | |
| 2.68580812 | 1 | |
| 2.667715043 | 1 | |
| 2.654725 | 1 | |
| 2.585685686 | 1 | |
| 2.526766853 | 1 | |
| 2.478492169 | 1 | |
| 2.450729711 | 1 |
| Distinct | 261 |
|---|---|
| Distinct (%) | 95.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.956457766 |
| Minimum | 0.592 |
|---|---|
| Maximum | 4.68546 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.3 KiB |
Quantile statistics
| Minimum | 0.592 |
|---|---|
| 5-th percentile | 0.8336 |
| Q1 | 1.33 |
| median | 1.919 |
| Q3 | 2.51608 |
| 95-th percentile | 3.2008 |
| Maximum | 4.68546 |
| Range | 4.09346 |
| Interquartile range (IQR) | 1.18608 |
Descriptive statistics
| Standard deviation | 0.7900701275 |
|---|---|
| Coefficient of variation (CV) | 0.4038268249 |
| Kurtosis | -0.4409702864 |
| Mean | 1.956457766 |
| Median Absolute Deviation (MAD) | 0.595 |
| Skewness | 0.3568875787 |
| Sum | 534.11297 |
| Variance | 0.6242108064 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 2.941 | 2 | 0.7% |
| 0.916 | 2 | 0.7% |
| 0.812 | 2 | 0.7% |
| 1.222 | 2 | 0.7% |
| 1.262 | 2 | 0.7% |
| 1.562 | 2 | 0.7% |
| 0.824 | 2 | 0.7% |
| 0.951 | 2 | 0.7% |
| 2.917 | 2 | 0.7% |
| 1.903 | 2 | 0.7% |
| Other values (251) | 253 |
| Value | Count | Frequency (%) |
| 0.592 | 1 | |
| 0.613 | 1 | |
| 0.629 | 1 | |
| 0.683 | 1 | |
| 0.725 | 1 | |
| 0.752 | 1 | |
| 0.756 | 1 | |
| 0.796 | 1 | |
| 0.809 | 1 | |
| 0.812 | 2 |
| Value | Count | Frequency (%) |
| 4.68546 | 1 | |
| 4.18537 | 1 | |
| 3.76181 | 1 | |
| 3.64665 | 1 | |
| 3.577 | 1 | |
| 3.57279 | 1 | |
| 3.406 | 1 | |
| 3.318 | 1 | |
| 3.278 | 1 | |
| 3.27 | 1 |
| Distinct | 272 |
|---|---|
| Distinct (%) | 99.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 97.1637737 |
| Minimum | 80.3952 |
|---|---|
| Maximum | 106.4737 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.3 KiB |
Quantile statistics
| Minimum | 80.3952 |
|---|---|
| 5-th percentile | 88.47634 |
| Q1 | 93.6355 |
| median | 98.8816 |
| Q3 | 100.4778 |
| 95-th percentile | 103.7659 |
| Maximum | 106.4737 |
| Range | 26.0785 |
| Interquartile range (IQR) | 6.8423 |
Descriptive statistics
| Standard deviation | 4.893095818 |
|---|---|
| Coefficient of variation (CV) | 0.05035926077 |
| Kurtosis | -0.05238285379 |
| Mean | 97.1637737 |
| Median Absolute Deviation (MAD) | 2.8806 |
| Skewness | -0.6186617917 |
| Sum | 26525.71022 |
| Variance | 23.94238668 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 99.115 | 2 | 0.7% |
| 101.4676 | 1 | 0.4% |
| 100.2375 | 1 | 0.4% |
| 100.2455 | 1 | 0.4% |
| 100.2806 | 1 | 0.4% |
| 99.9655 | 1 | 0.4% |
| 100.708 | 1 | 0.4% |
| 101.2936 | 1 | 0.4% |
| 92.2764 | 1 | 0.4% |
| 100.5954 | 1 | 0.4% |
| Other values (262) | 262 |
| Value | Count | Frequency (%) |
| 80.3952 | 1 | |
| 83.9311 | 1 | |
| 84.4011 | 1 | |
| 84.6169 | 1 | |
| 85.5305 | 1 | |
| 85.8299 | 1 | |
| 86.0842 | 1 | |
| 86.8097 | 1 | |
| 87.6202 | 1 | |
| 87.6267 | 1 |
| Value | Count | Frequency (%) |
| 106.4737 | 1 | |
| 106.3892 | 1 | |
| 106.2347 | 1 | |
| 105.8948 | 1 | |
| 105.7557 | 1 | |
| 105.7554 | 1 | |
| 105.6801 | 1 | |
| 105.5295 | 1 | |
| 105.4327 | 1 | |
| 105.2798 | 1 |
| Distinct | 237 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 36 |
| Missing (%) | 13.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2752.036653 |
| Minimum | 2394.414 |
|---|---|
| Maximum | 3211.628995 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.3 KiB |
Quantile statistics
| Minimum | 2394.414 |
|---|---|
| 5-th percentile | 2553.939662 |
| Q1 | 2634.98231 |
| median | 2693.382 |
| Q3 | 2862.032258 |
| 95-th percentile | 3065.379663 |
| Maximum | 3211.628995 |
| Range | 817.2149946 |
| Interquartile range (IQR) | 227.049948 |
Descriptive statistics
| Standard deviation | 167.5965444 |
|---|---|
| Coefficient of variation (CV) | 0.06089909605 |
| Kurtosis | -0.04641979173 |
| Mean | 2752.036653 |
| Median Absolute Deviation (MAD) | 84.801 |
| Skewness | 0.8186567684 |
| Sum | 652232.6867 |
| Variance | 28088.60171 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 3116.496527 | 1 | 0.4% |
| 2869.133653 | 1 | 0.4% |
| 2930.120034 | 1 | 0.4% |
| 2936.114481 | 1 | 0.4% |
| 2939.813686 | 1 | 0.4% |
| 2956.86197 | 1 | 0.4% |
| 2971.886299 | 1 | 0.4% |
| 3030.696362 | 1 | 0.4% |
| 3035.194033 | 1 | 0.4% |
| 3024.664559 | 1 | 0.4% |
| Other values (227) | 227 | |
| (Missing) | 36 | 13.2% |
| Value | Count | Frequency (%) |
| 2394.414 | 1 | |
| 2463.397002 | 1 | |
| 2476.715001 | 1 | |
| 2493.210998 | 1 | |
| 2497.576 | 1 | |
| 2510.855 | 1 | |
| 2516.055 | 1 | |
| 2537.404 | 1 | |
| 2541.263 | 1 | |
| 2544.506709 | 1 |
| Value | Count | Frequency (%) |
| 3211.628995 | 1 | |
| 3208.598019 | 1 | |
| 3206.858137 | 1 | |
| 3206.08847 | 1 | |
| 3171.36125 | 1 | |
| 3119.206341 | 1 | |
| 3119.156254 | 1 | |
| 3116.496527 | 1 | |
| 3101.074173 | 1 | |
| 3100.54401 | 1 |
| Distinct | 273 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1107.633111 |
| Minimum | 861.2050004 |
|---|---|
| Maximum | 1457.703137 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.3 KiB |
Quantile statistics
| Minimum | 861.2050004 |
|---|---|
| 5-th percentile | 930.701 |
| Q1 | 999.218 |
| median | 1064.036 |
| Q3 | 1233.747879 |
| 95-th percentile | 1352.465082 |
| Maximum | 1457.703137 |
| Range | 596.4981366 |
| Interquartile range (IQR) | 234.529879 |
Descriptive statistics
| Standard deviation | 141.311233 |
|---|---|
| Coefficient of variation (CV) | 0.127579459 |
| Kurtosis | -0.8008113496 |
| Mean | 1107.633111 |
| Median Absolute Deviation (MAD) | 92.377 |
| Skewness | 0.5893400473 |
| Sum | 302383.8393 |
| Variance | 19968.86457 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 908.9500019 | 1 | 0.4% |
| 1152.442447 | 1 | 0.4% |
| 1236.870653 | 1 | 0.4% |
| 1239.858791 | 1 | 0.4% |
| 1231.063258 | 1 | 0.4% |
| 1211.293635 | 1 | 0.4% |
| 1185.550021 | 1 | 0.4% |
| 1152.600513 | 1 | 0.4% |
| 1130.816619 | 1 | 0.4% |
| 1056.937582 | 1 | 0.4% |
| Other values (263) | 263 |
| Value | Count | Frequency (%) |
| 861.2050004 | 1 | |
| 875.2310017 | 1 | |
| 896.4969984 | 1 | |
| 896.8399998 | 1 | |
| 905.1560006 | 1 | |
| 906.8890018 | 1 | |
| 908.9500019 | 1 | |
| 910.267 | 1 | |
| 915.198 | 1 | |
| 918.649 | 1 |
| Value | Count | Frequency (%) |
| 1457.703137 | 1 | |
| 1453.987995 | 1 | |
| 1437.578019 | 1 | |
| 1432.23847 | 1 | |
| 1423.18125 | 1 | |
| 1403.599341 | 1 | |
| 1388.72401 | 1 | |
| 1386.329254 | 1 | |
| 1369.030173 | 1 | |
| 1368.758527 | 1 |
| Distinct | 220 |
|---|---|
| Distinct (%) | 80.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 659.2532989 |
| Minimum | 413.2238 |
|---|---|
| Maximum | 726.616 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.3 KiB |
Quantile statistics
| Minimum | 413.2238 |
|---|---|
| 5-th percentile | 544.3496 |
| Q1 | 634.967 |
| median | 687.847 |
| Q3 | 695.951 |
| 95-th percentile | 726.542 |
| Maximum | 726.616 |
| Range | 313.3922 |
| Interquartile range (IQR) | 60.984 |
Descriptive statistics
| Standard deviation | 57.63739994 |
|---|---|
| Coefficient of variation (CV) | 0.08742830721 |
| Kurtosis | 1.504079934 |
| Mean | 659.2532989 |
| Median Absolute Deviation (MAD) | 25.016 |
| Skewness | -1.302452797 |
| Sum | 179976.1506 |
| Variance | 3322.069872 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 695.969 | 13 | 4.8% |
| 695.951 | 10 | 3.7% |
| 644.818 | 5 | 1.8% |
| 634.967 | 5 | 1.8% |
| 690.972 | 4 | 1.5% |
| 726.542 | 4 | 1.5% |
| 688.605 | 4 | 1.5% |
| 694.952 | 3 | 1.1% |
| 569.413 | 3 | 1.1% |
| 599.247 | 3 | 1.1% |
| Other values (210) | 219 |
| Value | Count | Frequency (%) |
| 413.2238 | 1 | |
| 443.2237981 | 1 | |
| 464.558 | 1 | |
| 493.324 | 1 | |
| 523.109 | 1 | |
| 540.678 | 1 | |
| 541.675 | 1 | |
| 541.677 | 1 | |
| 542.29 | 1 | |
| 542.35 | 1 |
| Value | Count | Frequency (%) |
| 726.616 | 1 | |
| 726.612 | 1 | |
| 726.608 | 1 | |
| 726.604 | 1 | |
| 726.599 | 1 | |
| 726.594 | 1 | |
| 726.591 | 1 | |
| 726.586 | 1 | |
| 726.581 | 1 | |
| 726.55 | 1 |
| Distinct | 272 |
|---|---|
| Distinct (%) | 99.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 364.0580743 |
| Minimum | 268.393 |
|---|---|
| Maximum | 538.595 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.3 KiB |
Quantile statistics
| Minimum | 268.393 |
|---|---|
| 5-th percentile | 278.6938 |
| Q1 | 306.035 |
| median | 337.017 |
| Q3 | 429.129 |
| 95-th percentile | 501.9198 |
| Maximum | 538.595 |
| Range | 270.202 |
| Interquartile range (IQR) | 123.094 |
Descriptive statistics
| Standard deviation | 74.56187905 |
|---|---|
| Coefficient of variation (CV) | 0.2048076511 |
| Kurtosis | -0.8500164988 |
| Mean | 364.0580743 |
| Median Absolute Deviation (MAD) | 45.642 |
| Skewness | 0.692639094 |
| Sum | 99387.8543 |
| Variance | 5559.473808 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 308.245 | 2 | 0.7% |
| 283.877 | 1 | 0.4% |
| 389.213 | 1 | 0.4% |
| 424.809 | 1 | 0.4% |
| 438.81 | 1 | 0.4% |
| 448.961 | 1 | 0.4% |
| 452.713 | 1 | 0.4% |
| 443.2 | 1 | 0.4% |
| 415.313 | 1 | 0.4% |
| 360.865 | 1 | 0.4% |
| Other values (262) | 262 |
| Value | Count | Frequency (%) |
| 268.393 | 1 | |
| 268.875 | 1 | |
| 270.314 | 1 | |
| 270.647 | 1 | |
| 271.086 | 1 | |
| 271.606 | 1 | |
| 272.951 | 1 | |
| 274.045 | 1 | |
| 277.614 | 1 | |
| 277.848 | 1 |
| Value | Count | Frequency (%) |
| 538.595 | 1 | |
| 532.657 | 1 | |
| 529.035 | 1 | |
| 525.419 | 1 | |
| 524.286 | 1 | |
| 521.593 | 1 | |
| 520.124 | 1 | |
| 516.808 | 1 | |
| 511.861 | 1 | |
| 509.323 | 1 |
| Distinct | 134 |
|---|---|
| Distinct (%) | 49.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.622380952 |
| Minimum | 0.05 |
|---|---|
| Maximum | 6.54 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.3 KiB |
Quantile statistics
| Minimum | 0.05 |
|---|---|
| 5-th percentile | 0.08 |
| Q1 | 0.13 |
| median | 1 |
| Q3 | 2.33 |
| 95-th percentile | 5.366 |
| Maximum | 6.54 |
| Range | 6.49 |
| Interquartile range (IQR) | 2.2 |
Descriptive statistics
| Standard deviation | 1.865242801 |
|---|---|
| Coefficient of variation (CV) | 1.149694712 |
| Kurtosis | 0.2765299028 |
| Mean | 1.622380952 |
| Median Absolute Deviation (MAD) | 0.9 |
| Skewness | 1.200267457 |
| Sum | 442.91 |
| Variance | 3.479130707 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.09 | 20 | 7.3% |
| 0.08 | 16 | 5.9% |
| 0.16 | 11 | 4.0% |
| 5.25 | 8 | 2.9% |
| 0.12 | 8 | 2.9% |
| 0.07 | 7 | 2.6% |
| 0.14 | 7 | 2.6% |
| 0.1 | 6 | 2.2% |
| 0.18 | 5 | 1.8% |
| 1.75 | 5 | 1.8% |
| Other values (124) | 180 |
| Value | Count | Frequency (%) |
| 0.05 | 2 | 0.7% |
| 0.06 | 1 | 0.4% |
| 0.07 | 7 | 2.6% |
| 0.08 | 16 | |
| 0.09 | 20 | |
| 0.1 | 6 | 2.2% |
| 0.11 | 5 | 1.8% |
| 0.12 | 8 | 2.9% |
| 0.13 | 5 | 1.8% |
| 0.14 | 7 | 2.6% |
| Value | Count | Frequency (%) |
| 6.54 | 1 | |
| 6.53 | 1 | |
| 6.52 | 1 | |
| 6.51 | 2 | |
| 6.5 | 1 | |
| 6.4 | 1 | |
| 6.27 | 1 | |
| 6.02 | 1 | |
| 5.98 | 1 | |
| 5.85 | 1 |
| Distinct | 271 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 2 |
| Missing (%) | 0.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.988968632 |
| Minimum | -163.26031 |
|---|---|
| Maximum | 187.98795 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 132 |
| Negative (%) | 48.4% |
| Memory size | 2.3 KiB |
Quantile statistics
| Minimum | -163.26031 |
|---|---|
| 5-th percentile | -94.380071 |
| Q1 | -43.8109115 |
| median | 3.1930396 |
| Q3 | 53.237424 |
| 95-th percentile | 138.6238 |
| Maximum | 187.98795 |
| Range | 351.24826 |
| Interquartile range (IQR) | 97.0483355 |
Descriptive statistics
| Standard deviation | 70.79714147 |
|---|---|
| Coefficient of variation (CV) | 7.876002729 |
| Kurtosis | -0.3051551912 |
| Mean | 8.988968632 |
| Median Absolute Deviation (MAD) | 49.0560684 |
| Skewness | 0.4008437425 |
| Sum | 2436.010499 |
| Variance | 5012.235241 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| -56.415919 | 1 | 0.4% |
| -82.369845 | 1 | 0.4% |
| -98.034827 | 1 | 0.4% |
| -98.818026 | 1 | 0.4% |
| -101.51329 | 1 | 0.4% |
| -107.96292 | 1 | 0.4% |
| -78.273605 | 1 | 0.4% |
| -18.733152 | 1 | 0.4% |
| -9.6376708 | 1 | 0.4% |
| -38.144603 | 1 | 0.4% |
| Other values (261) | 261 | |
| (Missing) | 2 | 0.7% |
| Value | Count | Frequency (%) |
| -163.26031 | 1 | |
| -141.17503 | 1 | |
| -140.54721 | 1 | |
| -123.55884 | 1 | |
| -115.98817 | 1 | |
| -111.19352 | 1 | |
| -107.96292 | 1 | |
| -101.51329 | 1 | |
| -99.997211 | 1 | |
| -98.818026 | 1 |
| Value | Count | Frequency (%) |
| 187.98795 | 1 | |
| 186.25721 | 1 | |
| 185.75296 | 1 | |
| 181.42489 | 1 | |
| 179.37088 | 1 | |
| 167.20464 | 1 | |
| 166.35204 | 1 | |
| 161.52404 | 1 | |
| 158.85345 | 1 | |
| 149.07858 | 1 |
| Distinct | 265 |
|---|---|
| Distinct (%) | 97.8% |
| Missing | 2 |
| Missing (%) | 0.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 98.37262634 |
| Minimum | 54.70810025 |
|---|---|
| Maximum | 168.026319 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.3 KiB |
Quantile statistics
| Minimum | 54.70810025 |
|---|---|
| 5-th percentile | 61.16464181 |
| Q1 | 85.43409153 |
| median | 101.1720348 |
| Q3 | 112.9286084 |
| 95-th percentile | 127.1413785 |
| Maximum | 168.026319 |
| Range | 113.3182188 |
| Interquartile range (IQR) | 27.49451687 |
Descriptive statistics
| Standard deviation | 22.04291519 |
|---|---|
| Coefficient of variation (CV) | 0.2240757008 |
| Kurtosis | -0.2357748393 |
| Mean | 98.37262634 |
| Median Absolute Deviation (MAD) | 13.19549521 |
| Skewness | -0.1331592216 |
| Sum | 26658.98174 |
| Variance | 485.89011 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 123.3672589 | 2 | 0.7% |
| 65.60043372 | 2 | 0.7% |
| 65.30471426 | 2 | 0.7% |
| 62.00251362 | 2 | 0.7% |
| 69.29692698 | 2 | 0.7% |
| 60.22819685 | 2 | 0.7% |
| 103.3958451 | 1 | 0.4% |
| 94.93531137 | 1 | 0.4% |
| 96.89593139 | 1 | 0.4% |
| 109.3393134 | 1 | 0.4% |
| Other values (255) | 255 | |
| (Missing) | 2 | 0.7% |
| Value | Count | Frequency (%) |
| 54.70810025 | 1 | |
| 54.90524656 | 1 | |
| 55.05310629 | 1 | |
| 55.4473989 | 1 | |
| 56.97528278 | 1 | |
| 57.17242909 | 1 | |
| 57.51743513 | 1 | |
| 59.4888982 | 1 | |
| 59.63675793 | 1 | |
| 60.17891027 | 1 |
| Value | Count | Frequency (%) |
| 168.026319 | 1 | |
| 160.381971 | 1 | |
| 156.1206535 | 1 | |
| 147.1051529 | 1 | |
| 146.9952438 | 1 | |
| 138.4129722 | 1 | |
| 135.8441558 | 1 | |
| 131.9751596 | 1 | |
| 131.2417753 | 1 | |
| 128.466941 | 1 |
| Distinct | 259 |
|---|---|
| Distinct (%) | 95.9% |
| Missing | 3 |
| Missing (%) | 1.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.608258556 |
| Minimum | -9.070498428 |
|---|---|
| Maximum | 18.46889952 |
| Zeros | 8 |
| Zeros (%) | 2.9% |
| Negative | 112 |
| Negative (%) | 41.0% |
| Memory size | 2.3 KiB |
Quantile statistics
| Minimum | -9.070498428 |
|---|---|
| 5-th percentile | -3.322211094 |
| Q1 | -0.8444038275 |
| median | 0.3174617394 |
| Q3 | 1.655405405 |
| 95-th percentile | 4.855482367 |
| Maximum | 18.46889952 |
| Range | 27.53939795 |
| Interquartile range (IQR) | 2.499809233 |
Descriptive statistics
| Standard deviation | 2.953167142 |
|---|---|
| Coefficient of variation (CV) | 4.855118128 |
| Kurtosis | 9.076017783 |
| Mean | 0.608258556 |
| Median Absolute Deviation (MAD) | 1.256052892 |
| Skewness | 1.681167858 |
| Sum | 164.2298101 |
| Variance | 8.721196168 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 8 | 2.9% |
| 1.603665521 | 2 | 0.7% |
| 0.1748251748 | 2 | 0.7% |
| -0.2123142251 | 2 | 0.7% |
| 0.1540832049 | 2 | 0.7% |
| -0.5940594059 | 1 | 0.4% |
| -0.9803921569 | 1 | 0.4% |
| -1.066925315 | 1 | 0.4% |
| -0.8653846154 | 1 | 0.4% |
| 2.362204724 | 1 | 0.4% |
| Other values (249) | 249 | |
| (Missing) | 3 | 1.1% |
| Value | Count | Frequency (%) |
| -9.070498428 | 1 | |
| -7.722007722 | 1 | |
| -6.179286336 | 1 | |
| -6.057142857 | 1 | |
| -5.304518664 | 1 | |
| -5.202913632 | 1 | |
| -4.684095861 | 1 | |
| -4.182509506 | 1 | |
| -4.099244876 | 1 | |
| -4.01459854 | 1 |
| Value | Count | Frequency (%) |
| 18.46889952 | 1 | |
| 16.89088191 | 1 | |
| 12.45179063 | 1 | |
| 9.113179814 | 1 | |
| 8.252427184 | 1 | |
| 8.223062382 | 1 | |
| 7.947598253 | 1 | |
| 7.418224299 | 1 | |
| 7.04787234 | 1 | |
| 6.244503078 | 1 |
| Distinct | 201 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 72 |
| Missing (%) | 26.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 98.39232388 |
| Minimum | 83.9172 |
|---|---|
| Maximum | 120.1785 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.3 KiB |
Quantile statistics
| Minimum | 83.9172 |
|---|---|
| 5-th percentile | 87.235 |
| Q1 | 89.9378 |
| median | 98.8344 |
| Q3 | 105.8588 |
| 95-th percentile | 110.2221 |
| Maximum | 120.1785 |
| Range | 36.2613 |
| Interquartile range (IQR) | 15.921 |
Descriptive statistics
| Standard deviation | 8.49362106 |
|---|---|
| Coefficient of variation (CV) | 0.08632402128 |
| Kurtosis | -1.107669263 |
| Mean | 98.39232388 |
| Median Absolute Deviation (MAD) | 7.8231 |
| Skewness | 0.1386912591 |
| Sum | 19776.8571 |
| Variance | 72.14159871 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 104.5913 | 1 | 0.4% |
| 103.8622 | 1 | 0.4% |
| 104.75 | 1 | 0.4% |
| 105.8232 | 1 | 0.4% |
| 108.2373 | 1 | 0.4% |
| 109.9569 | 1 | 0.4% |
| 109.7403 | 1 | 0.4% |
| 108.3365 | 1 | 0.4% |
| 107.6411 | 1 | 0.4% |
| 106.638 | 1 | 0.4% |
| Other values (191) | 191 | |
| (Missing) | 72 | 26.4% |
| Value | Count | Frequency (%) |
| 83.9172 | 1 | |
| 84.5163 | 1 | |
| 84.5767 | 1 | |
| 84.5797 | 1 | |
| 84.6682 | 1 | |
| 86.0259 | 1 | |
| 86.8064 | 1 | |
| 86.8321 | 1 | |
| 87.1622 | 1 | |
| 87.2147 | 1 |
| Value | Count | Frequency (%) |
| 120.1785 | 1 | |
| 117.5637 | 1 | |
| 117.0517 | 1 | |
| 115.7119 | 1 | |
| 114.6141 | 1 | |
| 113.4152 | 1 | |
| 112.727 | 1 | |
| 111.8414 | 1 | |
| 111.8357 | 1 | |
| 111.2627 | 1 |
| Distinct | 267 |
|---|---|
| Distinct (%) | 97.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.200398901 |
| Minimum | 0.8525 |
|---|---|
| Maximum | 1.5759 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.3 KiB |
Quantile statistics
| Minimum | 0.8525 |
|---|---|
| 5-th percentile | 0.90016 |
| Q1 | 1.1058 |
| median | 1.2022 |
| Q3 | 1.3197 |
| 95-th percentile | 1.44996 |
| Maximum | 1.5759 |
| Range | 0.7234 |
| Interquartile range (IQR) | 0.2139 |
Descriptive statistics
| Standard deviation | 0.1592468751 |
|---|---|
| Coefficient of variation (CV) | 0.1326616302 |
| Kurtosis | -0.3256927065 |
| Mean | 1.200398901 |
| Median Absolute Deviation (MAD) | 0.1058 |
| Skewness | -0.176262623 |
| Sum | 327.7089 |
| Variance | 0.02535956724 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1.1488 | 2 | 0.7% |
| 1.2146 | 2 | 0.7% |
| 1.4266 | 2 | 0.7% |
| 1.0567 | 2 | 0.7% |
| 1.1349 | 2 | 0.7% |
| 1.3646 | 2 | 0.7% |
| 1.2473 | 1 | 0.4% |
| 1.135 | 1 | 0.4% |
| 1.1615 | 1 | 0.4% |
| 1.2329 | 1 | 0.4% |
| Other values (257) | 257 |
| Value | Count | Frequency (%) |
| 0.8525 | 1 | |
| 0.853 | 1 | |
| 0.8552 | 1 | |
| 0.8615 | 1 | |
| 0.8695 | 1 | |
| 0.8707 | 1 | |
| 0.8753 | 1 | |
| 0.8766 | 1 | |
| 0.8832 | 1 | |
| 0.886 | 1 |
| Value | Count | Frequency (%) |
| 1.5759 | 1 | |
| 1.5754 | 1 | |
| 1.5562 | 1 | |
| 1.5554 | 1 | |
| 1.552 | 1 | |
| 1.4955 | 1 | |
| 1.4908 | 1 | |
| 1.4821 | 1 | |
| 1.4759 | 1 | |
| 1.4728 | 1 |
| Distinct | 272 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 1 |
| Missing (%) | 0.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 140.6128273 |
| Minimum | 48.87513778 |
|---|---|
| Maximum | 430.2629266 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.3 KiB |
Quantile statistics
| Minimum | 48.87513778 |
|---|---|
| 5-th percentile | 59.02343629 |
| Q1 | 88.27126856 |
| median | 120.6491235 |
| Q3 | 173.7884911 |
| 95-th percentile | 290.6293363 |
| Maximum | 430.2629266 |
| Range | 381.3877888 |
| Interquartile range (IQR) | 85.51722256 |
Descriptive statistics
| Standard deviation | 72.55171019 |
|---|---|
| Coefficient of variation (CV) | 0.5159679353 |
| Kurtosis | 1.20031566 |
| Mean | 140.6128273 |
| Median Absolute Deviation (MAD) | 41.07904799 |
| Skewness | 1.220212201 |
| Sum | 38246.68903 |
| Variance | 5263.750651 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 63.60332739 | 1 | 0.4% |
| 135.7730092 | 1 | 0.4% |
| 128.788044 | 1 | 0.4% |
| 117.4864846 | 1 | 0.4% |
| 106.0390574 | 1 | 0.4% |
| 101.3065749 | 1 | 0.4% |
| 103.6886891 | 1 | 0.4% |
| 112.2878079 | 1 | 0.4% |
| 111.5859463 | 1 | 0.4% |
| 117.027579 | 1 | 0.4% |
| Other values (262) | 262 |
| Value | Count | Frequency (%) |
| 48.87513778 | 1 | |
| 54.13144676 | 1 | |
| 54.22963415 | 1 | |
| 54.31537425 | 1 | |
| 54.5296558 | 1 | |
| 55.84586326 | 1 | |
| 56.61165791 | 1 | |
| 56.61391937 | 1 | |
| 57.38219428 | 1 | |
| 57.59035202 | 1 |
| Value | Count | Frequency (%) |
| 430.2629266 | 1 | |
| 366.8699551 | 1 | |
| 358.006808 | 1 | |
| 356.2377957 | 1 | |
| 351.229239 | 1 | |
| 330.5823108 | 1 | |
| 328.9111306 | 1 | |
| 315.3755303 | 1 | |
| 313.6169919 | 1 | |
| 309.7353143 | 1 |
| Distinct | 270 |
|---|---|
| Distinct (%) | 98.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1048.149267 |
| Minimum | 259.2 |
|---|---|
| Maximum | 1985.9 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.3 KiB |
Quantile statistics
| Minimum | 259.2 |
|---|---|
| 5-th percentile | 276.74 |
| Q1 | 472.3 |
| median | 1183.2 |
| Q3 | 1409.9 |
| 95-th percentile | 1817.56 |
| Maximum | 1985.9 |
| Range | 1726.7 |
| Interquartile range (IQR) | 937.6 |
Descriptive statistics
| Standard deviation | 518.418124 |
|---|---|
| Coefficient of variation (CV) | 0.4946033357 |
| Kurtosis | -1.246636405 |
| Mean | 1048.149267 |
| Median Absolute Deviation (MAD) | 448 |
| Skewness | -0.1069958022 |
| Sum | 286144.75 |
| Variance | 268757.3512 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1215 | 2 | 0.7% |
| 396.8 | 2 | 0.7% |
| 313.9 | 2 | 0.7% |
| 1671.55 | 1 | 0.4% |
| 789.1 | 1 | 0.4% |
| 679.3 | 1 | 0.4% |
| 681.9 | 1 | 0.4% |
| 750 | 1 | 0.4% |
| 795.3 | 1 | 0.4% |
| 838 | 1 | 0.4% |
| Other values (260) | 260 |
| Value | Count | Frequency (%) |
| 259.2 | 1 | |
| 264.4 | 1 | |
| 266.4 | 1 | |
| 266.9 | 1 | |
| 267.8 | 1 | |
| 268 | 1 | |
| 269.2 | 1 | |
| 271.3 | 1 | |
| 273.3 | 1 | |
| 273.6 | 1 |
| Value | Count | Frequency (%) |
| 1985.9 | 1 | |
| 1978.6 | 1 | |
| 1954 | 1 | |
| 1911.7 | 1 | |
| 1905.3 | 1 | |
| 1900.7 | 1 | |
| 1895.5 | 1 | |
| 1895.1 | 1 | |
| 1879.9 | 1 | |
| 1850.3 | 1 |
| Distinct | 273 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 16108.00553 |
| Minimum | 7235.466364 |
|---|---|
| Maximum | 35848.57095 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.3 KiB |
Quantile statistics
| Minimum | 7235.466364 |
|---|---|
| 5-th percentile | 8606.95689 |
| Q1 | 10532.54429 |
| median | 12721.08455 |
| Q3 | 19908.1525 |
| 95-th percentile | 32631.50363 |
| Maximum | 35848.57095 |
| Range | 28613.10459 |
| Interquartile range (IQR) | 9375.608214 |
Descriptive statistics
| Standard deviation | 7534.526716 |
|---|---|
| Coefficient of variation (CV) | 0.4677504425 |
| Kurtosis | 0.1080549929 |
| Mean | 16108.00553 |
| Median Absolute Deviation (MAD) | 3086.113593 |
| Skewness | 1.111556957 |
| Sum | 4397485.511 |
| Variance | 56769092.84 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 11281.263 | 1 | 0.4% |
| 17542.255 | 1 | 0.4% |
| 17795.01682 | 1 | 0.4% |
| 17927.21909 | 1 | 0.4% |
| 18124.713 | 1 | 0.4% |
| 17970.51333 | 1 | 0.4% |
| 17931.745 | 1 | 0.4% |
| 17945.41211 | 1 | 0.4% |
| 17754.24045 | 1 | 0.4% |
| 12097.30955 | 1 | 0.4% |
| Other values (263) | 263 |
| Value | Count | Frequency (%) |
| 7235.466364 | 1 | |
| 7690.496316 | 1 | |
| 7916.183684 | 1 | |
| 7977.734762 | 1 | |
| 7992.121429 | 1 | |
| 8048.121739 | 1 | |
| 8160.776 | 1 | |
| 8332.08619 | 1 | |
| 8396.2015 | 1 | |
| 8398.3685 | 1 |
| Value | Count | Frequency (%) |
| 35848.57095 | 1 | |
| 35641.33409 | 1 | |
| 35456.145 | 1 | |
| 35243.96545 | 1 | |
| 35055.5181 | 1 | |
| 34798.80429 | 1 | |
| 34688.42143 | 1 | |
| 34648.48053 | 1 | |
| 34314.99 | 1 | |
| 34289.90727 | 1 |
| Distinct | 260 |
|---|---|
| Distinct (%) | 95.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.599804029 |
| Minimum | 0.622 |
|---|---|
| Maximum | 4.7555 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.3 KiB |
Quantile statistics
| Minimum | 0.622 |
|---|---|
| 5-th percentile | 0.7238 |
| Q1 | 1.554 |
| median | 2.838 |
| Q3 | 3.42 |
| 95-th percentile | 4.305 |
| Maximum | 4.7555 |
| Range | 4.1335 |
| Interquartile range (IQR) | 1.866 |
Descriptive statistics
| Standard deviation | 1.126352424 |
|---|---|
| Coefficient of variation (CV) | 0.4332451261 |
| Kurtosis | -0.9421645368 |
| Mean | 2.599804029 |
| Median Absolute Deviation (MAD) | 0.689 |
| Skewness | -0.360913298 |
| Sum | 709.7465 |
| Variance | 1.268669784 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 3.188 | 2 | 0.7% |
| 0.847 | 2 | 0.7% |
| 3.046 | 2 | 0.7% |
| 3.0765 | 2 | 0.7% |
| 3.454 | 2 | 0.7% |
| 0.678 | 2 | 0.7% |
| 3.527 | 2 | 0.7% |
| 3.03 | 2 | 0.7% |
| 0.714 | 2 | 0.7% |
| 3.289 | 2 | 0.7% |
| Other values (250) | 253 |
| Value | Count | Frequency (%) |
| 0.622 | 1 | |
| 0.646 | 1 | |
| 0.653 | 1 | |
| 0.66 | 1 | |
| 0.677 | 1 | |
| 0.678 | 2 | |
| 0.687 | 1 | |
| 0.697 | 1 | |
| 0.705 | 1 | |
| 0.713 | 1 |
| Value | Count | Frequency (%) |
| 4.7555 | 1 | |
| 4.676 | 1 | |
| 4.478 | 1 | |
| 4.474 | 1 | |
| 4.454 | 1 | |
| 4.451 | 1 | |
| 4.4425 | 1 | |
| 4.439 | 1 | |
| 4.429 | 1 | |
| 4.428 | 1 |
| Distinct | 273 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4546.072582 |
| Minimum | 1241.893478 |
|---|---|
| Maximum | 15814.93286 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.3 KiB |
Quantile statistics
| Minimum | 1241.893478 |
|---|---|
| 5-th percentile | 1525.207416 |
| Q1 | 2144.611905 |
| median | 2920.116667 |
| Q3 | 5561.4235 |
| 95-th percentile | 13269.62867 |
| Maximum | 15814.93286 |
| Range | 14573.03938 |
| Interquartile range (IQR) | 3416.811595 |
Descriptive statistics
| Standard deviation | 3495.417181 |
|---|---|
| Coefficient of variation (CV) | 0.7688872357 |
| Kurtosis | 1.646366181 |
| Mean | 4546.072582 |
| Median Absolute Deviation (MAD) | 1098.578485 |
| Skewness | 1.563776005 |
| Sum | 1241077.815 |
| Variance | 12217941.27 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 4013.494 | 1 | 0.4% |
| 4673.7015 | 1 | 0.4% |
| 5082.81 | 1 | 0.4% |
| 5073.041818 | 1 | 0.4% |
| 5029.4315 | 1 | 0.4% |
| 4985.951429 | 1 | 0.4% |
| 4938.010455 | 1 | 0.4% |
| 4854.255789 | 1 | 0.4% |
| 4732.701364 | 1 | 0.4% |
| 2687.762727 | 1 | 0.4% |
| Other values (263) | 263 |
| Value | Count | Frequency (%) |
| 1241.893478 | 1 | |
| 1251.069 | 1 | |
| 1313.261579 | 1 | |
| 1327.360455 | 1 | |
| 1346.943182 | 1 | |
| 1348.50381 | 1 | |
| 1387.151905 | 1 | |
| 1389.559524 | 1 | |
| 1409.1515 | 1 | |
| 1409.830952 | 1 |
| Value | Count | Frequency (%) |
| 15814.93286 | 1 | |
| 15474.43182 | 1 | |
| 15023.53857 | 1 | |
| 14879.01238 | 1 | |
| 14856.51773 | 1 | |
| 14639.07286 | 1 | |
| 14531.3775 | 1 | |
| 14097.16909 | 1 | |
| 13900.4381 | 1 | |
| 13898.72842 | 1 |
| Distinct | 273 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1851.153765 |
| Minimum | 757.1268182 |
|---|---|
| Maximum | 4674.772727 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.3 KiB |
Quantile statistics
| Minimum | 757.1268182 |
|---|---|
| 5-th percentile | 903.1176727 |
| Q1 | 1185.305652 |
| median | 1424.1615 |
| Q3 | 2275.116 |
| 95-th percentile | 4080.686476 |
| Maximum | 4674.772727 |
| Range | 3917.645909 |
| Interquartile range (IQR) | 1089.810348 |
Descriptive statistics
| Standard deviation | 948.1455749 |
|---|---|
| Coefficient of variation (CV) | 0.5121916898 |
| Kurtosis | 0.9183572042 |
| Mean | 1851.153765 |
| Median Absolute Deviation (MAD) | 374.2609737 |
| Skewness | 1.319580216 |
| Sum | 505364.9778 |
| Variance | 898980.0312 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1425.5855 | 1 | 0.4% |
| 2028.1785 | 1 | 0.4% |
| 2094.143636 | 1 | 0.4% |
| 2099.283636 | 1 | 0.4% |
| 2111.9435 | 1 | 0.4% |
| 2094.862857 | 1 | 0.4% |
| 2079.990455 | 1 | 0.4% |
| 2082.195789 | 1 | 0.4% |
| 2054.266364 | 1 | 0.4% |
| 1287.288636 | 1 | 0.4% |
| Other values (263) | 263 |
| Value | Count | Frequency (%) |
| 757.1268182 | 1 | |
| 805.2273684 | 1 | |
| 837.6189474 | 1 | |
| 846.6214286 | 1 | |
| 848.1519048 | 1 | |
| 854.6313043 | 1 | |
| 865.5755 | 1 | |
| 867.812 | 1 | |
| 877.5618182 | 1 | |
| 883.0405263 | 1 |
| Value | Count | Frequency (%) |
| 4674.772727 | 1 | |
| 4667.386667 | 1 | |
| 4573.8155 | 1 | |
| 4460.707143 | 1 | |
| 4454.206364 | 1 | |
| 4445.543333 | 1 | |
| 4435.980526 | 1 | |
| 4391.296 | 1 | |
| 4391.265217 | 1 | |
| 4363.712857 | 1 |
| Distinct | 269 |
|---|---|
| Distinct (%) | 98.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -2.888527473 |
| Minimum | -27.319 |
|---|---|
| Maximum | 6.88 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 158 |
| Negative (%) | 57.9% |
| Memory size | 2.3 KiB |
Quantile statistics
| Minimum | -27.319 |
|---|---|
| 5-th percentile | -16.7066 |
| Q1 | -5.686 |
| median | -1.28 |
| Q3 | 1.558 |
| 95-th percentile | 3.1282 |
| Maximum | 6.88 |
| Range | 34.199 |
| Interquartile range (IQR) | 7.244 |
Descriptive statistics
| Standard deviation | 6.159423876 |
|---|---|
| Coefficient of variation (CV) | -2.132375037 |
| Kurtosis | 2.209067444 |
| Mean | -2.888527473 |
| Median Absolute Deviation (MAD) | 3.042 |
| Skewness | -1.514703478 |
| Sum | -788.568 |
| Variance | 37.93850248 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 2.557 | 2 | 0.7% |
| -0.816 | 2 | 0.7% |
| -2.8 | 2 | 0.7% |
| 1.068 | 2 | 0.7% |
| 1.748 | 1 | 0.4% |
| -0.543 | 1 | 0.4% |
| -1.659 | 1 | 0.4% |
| -4.81 | 1 | 0.4% |
| -5.071 | 1 | 0.4% |
| -8.062 | 1 | 0.4% |
| Other values (259) | 259 |
| Value | Count | Frequency (%) |
| -27.319 | 1 | |
| -23.887 | 1 | |
| -23.228 | 1 | |
| -22.528 | 1 | |
| -22.22 | 1 | |
| -21.634 | 1 | |
| -20.742 | 1 | |
| -19.67 | 1 | |
| -19.287 | 1 | |
| -19.225 | 1 |
| Value | Count | Frequency (%) |
| 6.88 | 1 | |
| 5.359 | 1 | |
| 5.028 | 1 | |
| 4.857 | 1 | |
| 3.962 | 1 | |
| 3.827 | 1 | |
| 3.722 | 1 | |
| 3.548 | 1 | |
| 3.509 | 1 | |
| 3.504 | 1 |
| Distinct | 273 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 385.9262147 |
| Minimum | 113.133 |
|---|---|
| Maximum | 914.9436 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.3 KiB |
Quantile statistics
| Minimum | 113.133 |
|---|---|
| 5-th percentile | 168.4116 |
| Q1 | 267.083 |
| median | 376.466 |
| Q3 | 474.842 |
| 95-th percentile | 645.2514 |
| Maximum | 914.9436 |
| Range | 801.8106 |
| Interquartile range (IQR) | 207.759 |
Descriptive statistics
| Standard deviation | 152.9473934 |
|---|---|
| Coefficient of variation (CV) | 0.3963125272 |
| Kurtosis | -0.2096618679 |
| Mean | 385.9262147 |
| Median Absolute Deviation (MAD) | 104.396 |
| Skewness | 0.4358151864 |
| Sum | 105357.8566 |
| Variance | 23392.90516 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 153.123 | 1 | 0.4% |
| 293.149 | 1 | 0.4% |
| 434.597 | 1 | 0.4% |
| 432.843 | 1 | 0.4% |
| 435.505 | 1 | 0.4% |
| 384.141 | 1 | 0.4% |
| 392.031 | 1 | 0.4% |
| 361.748 | 1 | 0.4% |
| 346.93 | 1 | 0.4% |
| 613.108 | 1 | 0.4% |
| Other values (263) | 263 |
| Value | Count | Frequency (%) |
| 113.133 | 1 | |
| 117.855 | 1 | |
| 120.128 | 1 | |
| 129.395 | 1 | |
| 149.807 | 1 | |
| 152.79 | 1 | |
| 153.123 | 1 | |
| 161.277 | 1 | |
| 162.843 | 1 | |
| 164.325 | 1 |
| Value | Count | Frequency (%) |
| 914.9436 | 1 | |
| 866.9715 | 1 | |
| 742.2653 | 1 | |
| 738.9256 | 1 | |
| 686.2935 | 1 | |
| 679.1 | 1 | |
| 676.858 | 1 | |
| 671.2531 | 1 | |
| 667.46 | 1 | |
| 656.887 | 1 |
| Distinct | 273 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 377.2606322 |
| Minimum | 115.185 |
|---|---|
| Maximum | 891.3336 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.3 KiB |
Quantile statistics
| Minimum | 115.185 |
|---|---|
| 5-th percentile | 170.2326 |
| Q1 | 269.012 |
| median | 366.769 |
| Q3 | 468.225 |
| 95-th percentile | 603.5538 |
| Maximum | 891.3336 |
| Range | 776.1486 |
| Interquartile range (IQR) | 199.213 |
Descriptive statistics
| Standard deviation | 141.7782396 |
|---|---|
| Coefficient of variation (CV) | 0.3758097916 |
| Kurtosis | 0.0323776108 |
| Mean | 377.2606322 |
| Median Absolute Deviation (MAD) | 99.541 |
| Skewness | 0.4452556192 |
| Sum | 102992.1526 |
| Variance | 20101.06922 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 158.367 | 1 | 0.4% |
| 291.52 | 1 | 0.4% |
| 417.617 | 1 | 0.4% |
| 427.866 | 1 | 0.4% |
| 421.075 | 1 | 0.4% |
| 368.928 | 1 | 0.4% |
| 367.845 | 1 | 0.4% |
| 339.212 | 1 | 0.4% |
| 337.795 | 1 | 0.4% |
| 560.401 | 1 | 0.4% |
| Other values (263) | 263 |
| Value | Count | Frequency (%) |
| 115.185 | 1 | |
| 118.752 | 1 | |
| 121.475 | 1 | |
| 131.909 | 1 | |
| 152.312 | 1 | |
| 157.689 | 1 | |
| 158.367 | 1 | |
| 164.66 | 1 | |
| 166.365 | 1 | |
| 167.157 | 1 |
| Value | Count | Frequency (%) |
| 891.3336 | 1 | |
| 855.4815 | 1 | |
| 733.8653 | 1 | |
| 707.9956 | 1 | |
| 672.134 | 1 | |
| 666.0435 | 1 | |
| 658.846 | 1 | |
| 653.2531 | 1 | |
| 652.85 | 1 | |
| 637.209 | 1 |
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here. A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.
The dendrogram allows you to more fully correlate variable completion, revealing trends deeper than the pairwise ones visible in the correlation heatmap.
First rows
| Date | WTI_Price | Oil_Production_OPEC | Oil_Production_nonOPEC | Oil_Production_World | Henry_Hub_NG_Price | Oil_Production_US | Petrol_Consumption_OECD | Petrol_Consumption_nonOECD | US_CPI | US_PPI | US_PPI_Petroleum | US_PMI | Petroleum_Inventory_OECD | Crude_Oil_Inventory_Total | Crude_Oil_Inventory_SPR | Crude_Oil_Inventory_nonSPR | Fed_Fund_Effective | Index_Global_Real_Econ_Activity | US_CPI_Energy | EU19_PPI | Real_Dollar_Index | USD_EUR_Exchange | Global_Econ_Policy_Uncertainty_Index | COMEX_Gold | DJIA | LME_Copper | NASDAQ_COMP | SP500_SPX | WTI_Brent_Price_Spread | WTI_Crack_Spread | Brent_Crack_Spread | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 2000-01-01 | 27.259 | 26.012534 | 46.902384 | 73854.239240 | 2.42 | 5.784376 | 47.226772 | 28.286122 | 1.693 | 1.293008 | 0.752 | 92.2764 | NaN | 908.950002 | 568.498 | 283.877 | 5.45 | -10.978511 | 55.447399 | NaN | NaN | 1.0131 | 63.603327 | 1671.55 | 11281.263000 | 0.844 | 4013.494000 | 1425.585500 | 1.748 | 153.123 | 158.367 |
| 1 | 2000-02-01 | 29.366 | 26.675516 | 46.822508 | 74470.542507 | 2.66 | 5.851839 | 50.229341 | 28.770679 | 1.700 | 1.299187 | 0.840 | 92.5669 | NaN | 896.840000 | 569.370 | 285.847 | 5.73 | -9.637671 | 57.517435 | 1.113173 | NaN | 0.9834 | 58.702252 | 1684.90 | 10541.929500 | 0.787 | 4410.871000 | 1388.874000 | 1.591 | 173.902 | 178.675 |
| 2 | 2000-03-01 | 29.842 | 26.608782 | 46.937266 | 74439.049968 | 2.79 | 5.918207 | 49.358083 | 28.528547 | 1.710 | 1.305372 | 0.897 | 93.1949 | NaN | 906.889002 | 569.413 | 297.087 | 5.85 | 5.033989 | 60.228197 | 1.100917 | NaN | 0.9643 | 61.315905 | 1726.20 | 10483.390435 | 0.800 | 4802.988261 | 1442.213043 | 2.356 | 193.374 | 200.442 |
| 3 | 2000-04-01 | 25.722 | 27.516678 | 46.618731 | 75116.129376 | 3.04 | 5.854166 | 46.286749 | 28.131882 | 1.709 | 1.311693 | 0.846 | 93.8051 | NaN | 936.018999 | 569.413 | 303.833 | 6.02 | 8.113956 | 59.488898 | 4.174229 | NaN | 0.9449 | 64.554036 | 1778.70 | 10944.310526 | 0.790 | 3863.637368 | 1461.355263 | 2.958 | 179.734 | 188.608 |
| 4 | 2000-05-01 | 28.788 | 28.048591 | 46.623961 | 75639.562523 | 3.59 | 5.846510 | 47.338795 | 28.216862 | 1.712 | 1.317793 | 0.876 | 93.8815 | NaN | 948.328000 | 569.413 | 294.712 | 6.27 | 4.122819 | 59.636758 | 1.916376 | NaN | 0.9059 | 87.116240 | 1807.30 | 10580.267727 | 0.811 | 3528.416818 | 1418.479545 | 1.051 | 190.836 | 193.989 |
| 5 | 2000-06-01 | 31.822 | 27.639380 | 46.778141 | 75360.217843 | 4.29 | 5.822882 | 47.955820 | 28.270995 | 1.722 | 1.323801 | 0.974 | 94.0159 | NaN | 957.061001 | 568.893 | 290.623 | 6.53 | 2.887136 | 63.875404 | 0.683761 | NaN | 0.9505 | 88.401506 | 1848.40 | 10582.925909 | 0.816 | 3866.422273 | 1461.959091 | 2.027 | 205.534 | 211.615 |
| 6 | 2000-07-01 | 29.697 | 27.908311 | 47.045262 | 75983.047124 | 3.99 | 5.739362 | 47.249841 | 28.538208 | 1.727 | 1.328839 | 0.931 | 94.0930 | NaN | 969.283000 | 570.351 | 282.190 | 6.54 | 4.567316 | 63.924690 | 3.395586 | NaN | 0.9386 | 65.299648 | 1911.70 | 10662.813000 | 0.871 | 4017.685000 | 1473.002500 | 1.015 | 193.109 | 196.154 |
| 7 | 2000-08-01 | 31.264 | 28.878859 | 46.931373 | 76857.511017 | 4.43 | 5.788734 | 49.831341 | 28.702114 | 1.727 | 1.335324 | 0.906 | 93.4969 | NaN | 960.429000 | 571.365 | 287.287 | 6.50 | 6.018390 | 62.051800 | 0.821018 | NaN | 0.9045 | 54.315374 | 1954.00 | 11014.512174 | 0.885 | 3909.596087 | 1485.458261 | 1.068 | 192.108 | 195.312 |
| 8 | 2000-09-01 | 33.884 | 28.851492 | 47.133889 | 76993.538272 | 5.06 | 5.757695 | 48.928927 | 28.848511 | 1.736 | 1.342379 | 1.025 | 93.9426 | NaN | 956.564001 | 570.346 | 277.893 | 6.52 | 10.017732 | 64.368269 | 0.977199 | NaN | 0.8695 | 60.978347 | 1900.70 | 10967.870500 | 0.915 | 3875.822000 | 1468.054000 | 0.740 | 212.948 | 215.168 |
| 9 | 2000-10-01 | 33.109 | 29.123018 | 47.238816 | 77420.467228 | 5.02 | 5.809030 | 48.377084 | 28.583307 | 1.739 | 1.350995 | 0.995 | 93.6689 | NaN | 942.158001 | 564.497 | 277.879 | 6.51 | 11.283456 | 63.727544 | 3.064516 | NaN | 0.8525 | 68.964564 | 1796.40 | 10440.964091 | 0.847 | 3333.824545 | 1390.144091 | 2.149 | 209.073 | 215.520 |
Last rows
| Date | WTI_Price | Oil_Production_OPEC | Oil_Production_nonOPEC | Oil_Production_World | Henry_Hub_NG_Price | Oil_Production_US | Petrol_Consumption_OECD | Petrol_Consumption_nonOECD | US_CPI | US_PPI | US_PPI_Petroleum | US_PMI | Petroleum_Inventory_OECD | Crude_Oil_Inventory_Total | Crude_Oil_Inventory_SPR | Crude_Oil_Inventory_nonSPR | Fed_Fund_Effective | Index_Global_Real_Econ_Activity | US_CPI_Energy | EU19_PPI | Real_Dollar_Index | USD_EUR_Exchange | Global_Econ_Policy_Uncertainty_Index | COMEX_Gold | DJIA | LME_Copper | NASDAQ_COMP | SP500_SPX | WTI_Brent_Price_Spread | WTI_Crack_Spread | Brent_Crack_Spread | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 263 | 2021-12-01 | 71.71 | 27.870000 | 64.942183 | 95879.830991 | 3.76 | 11.634403 | 47.680514 | 54.625111 | 2.801260 | 2.450730 | 2.596000 | 100.797600 | 2640.963430 | 1198.612430 | 593.682000 | 421.184000 | 0.08 | 53.690332 | 126.275660 | 3.381643 | 110.2221 | 1.1301 | 263.017358 | 273.3 | 35641.334091 | 4.4425 | 15474.431818 | 4674.772727 | -2.46 | 472.9700 | 465.5900 |
| 264 | 2022-01-01 | 83.22 | 27.820000 | 64.626445 | 95847.720346 | 4.38 | 11.369337 | 44.645412 | 52.863178 | 2.819330 | 2.478492 | 2.751160 | 100.485100 | 2643.411006 | 1189.987006 | 588.317000 | 414.273000 | 0.08 | 5.698728 | 128.466941 | 7.418224 | 109.6957 | 1.1317 | 232.673618 | 266.4 | 35456.145000 | 4.3240 | 14531.377500 | 4573.815500 | -3.29 | 489.9400 | 480.0700 |
| 265 | 2022-02-01 | 91.64 | 28.575000 | 64.837811 | 96799.354665 | 4.69 | 11.316118 | 46.765527 | 53.898602 | 2.841820 | 2.526767 | 3.077570 | 101.717300 | 2614.099037 | 1165.450037 | 578.872000 | 409.129000 | 0.08 | 9.181976 | 131.975160 | -1.305057 | 109.8875 | 1.1349 | 189.459499 | 276.9 | 34648.480526 | 4.4540 | 13898.728421 | 4435.980526 | -5.49 | 535.8800 | 519.4100 |
| 266 | 2022-03-01 | 108.50 | 28.215000 | 65.664063 | 97184.087907 | 4.90 | 11.700794 | 46.228269 | 52.505463 | 2.877080 | 2.585686 | 3.646650 | 102.469500 | 2607.130636 | 1153.628636 | 566.061000 | 414.390000 | 0.20 | 37.584538 | 146.995244 | 12.451791 | 111.2627 | 1.1019 | 330.582311 | 282.1 | 34029.740435 | 4.7555 | 13623.263043 | 4391.265217 | -8.75 | 679.1000 | 652.8500 |
| 267 | 2022-04-01 | 101.78 | 28.590000 | 64.585605 | 96306.237344 | 6.60 | 11.668386 | 44.780831 | 52.593511 | 2.886630 | 2.710667 | 3.761810 | 102.995500 | 2659.040477 | 1153.499477 | 547.866000 | 419.116000 | 0.33 | 26.986795 | 147.105153 | 9.113180 | 111.8357 | 1.0803 | 291.251220 | 283.2 | 34314.990000 | 4.4085 | 13394.163000 | 4391.296000 | -2.80 | 742.2653 | 733.8653 |
| 268 | 2022-05-01 | 109.55 | 28.104654 | 65.104584 | 96172.480045 | 8.14 | 11.614772 | 45.184741 | 53.263458 | 2.914740 | 2.749310 | 4.185370 | 102.576200 | 2682.319683 | 1172.450118 | 523.109000 | 414.270000 | 0.77 | 54.371459 | 156.120654 | -9.070498 | 114.6141 | 1.0567 | 288.782821 | 291.5 | 32379.462857 | 4.2960 | 11829.729524 | 4040.360000 | -3.83 | 866.9715 | 855.4815 |
| 269 | 2022-06-01 | 114.84 | 28.300000 | 65.439678 | NaN | 7.70 | 11.815729 | 46.053552 | 53.895879 | 2.953280 | 2.757034 | 4.685460 | 102.113300 | 2689.426115 | 1179.668589 | 493.324000 | 417.502000 | 1.21 | 32.363946 | 168.026319 | 3.209877 | 115.7119 | 1.0567 | 268.389348 | 274.8 | 31446.712857 | 3.7145 | 11418.919048 | 3898.946667 | -7.87 | 914.9436 | 891.3336 |
| 270 | 2022-07-01 | 101.62 | 28.530000 | 66.326922 | NaN | 7.28 | 11.712772 | 45.471280 | 53.593826 | 2.952710 | 2.685808 | 3.572790 | 102.850200 | 2736.378621 | 1216.575233 | 464.558000 | 432.010000 | 1.68 | 18.549741 | 160.381971 | 18.468900 | 117.5637 | 1.0168 | 309.735314 | 274.7 | 31535.323500 | 3.4295 | 11622.631500 | 3911.729500 | -10.31 | 738.9256 | 707.9956 |
| 271 | 2022-08-01 | 93.70 | 29.342000 | 66.419305 | NaN | 8.81 | 11.862332 | 46.071652 | 53.328848 | 2.956978 | 2.667715 | 3.216329 | 102.225521 | 2754.701869 | 1205.848594 | 443.223798 | 417.240897 | 2.33 | NaN | NaN | NaN | 117.0517 | 1.0129 | 262.067751 | 281.4 | 33009.564783 | 3.5185 | 12570.260435 | 4158.563043 | -6.75 | 686.2935 | 666.0435 |
| 272 | 2022-09-01 | 94.00 | 29.198427 | 66.836108 | NaN | 7.88 | 11.859300 | 46.064138 | 54.199032 | 2.968529 | 2.654725 | 3.123821 | 102.154700 | 2787.108652 | 1221.848000 | 413.223800 | 419.965400 | 2.56 | NaN | NaN | NaN | 120.1785 | 0.9899 | NaN | 294.2 | 30649.559524 | 3.4070 | 11413.214091 | 3850.520476 | -6.00 | 671.2531 | 653.2531 |